File size: 864 Bytes
96ec84e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 | from sentence_transformers import SentenceTransformer, util
# ✅ Use raw string for Windows path
model = SentenceTransformer('sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2')
print("\n--- SBERT Metaphor–Literal Similarity Checker ---")
print("Type 'exit' to quit at any time.\n")
while True:
sentence1 = input("🔸 Enter a **metaphorical** sentence: ")
if sentence1.strip().lower() == 'exit':
break
sentence2 = input("🔹 Enter a **literal paraphrase**: ")
if sentence2.strip().lower() == 'exit':
break
# Encode sentences
embeddings = model.encode([sentence1, sentence2], convert_to_tensor=True)
# Compute cosine similarity
score = util.pytorch_cos_sim(embeddings[0], embeddings[1]).item()
print(f"\n🧠 Cosine Similarity Score: {score:.4f} (range: -1 to 1)\n")
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